Comparison
uqlm vs scikit-learn
Verdict
Pick uqlm when license: uqlm is Apache-2.0, scikit-learn is BSD-3-Clause; pick scikit-learn when license: scikit-learn is BSD-3-Clause, uqlm is Apache-2.0.
Markdown twin · uqlm alternatives · scikit-learn alternatives
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Trust & integrity
| Signal | uqlm | scikit-learn |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- uqlm
- UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection
- scikit-learn
- scikit-learn: machine learning in Python
Stars
- uqlm
- 1.2k
- scikit-learn
- 67k
Forks
- uqlm
- 126
- scikit-learn
- 27k
Open issues
- uqlm
- 23
- scikit-learn
- 2.1k
Language
- uqlm
- Python
- scikit-learn
- Python
Adopt for
- uqlm
- -
- scikit-learn
- -
Persona
- uqlm
- -
- scikit-learn
- -
Runtime
- uqlm
- -
- scikit-learn
- -
License
- uqlm
- Apache-2.0
- scikit-learn
- BSD-3-Clause
Last pushed
- uqlm
- Jul 9, 2026
- scikit-learn
- Jul 11, 2026
Categories
- uqlm
- LLM Frameworks, Computer Vision, Evaluation & Observability
- scikit-learn
- Computer Vision, Evaluation & Observability
Trust and health
Days since push
- uqlm
- 1d
- scikit-learn
- 0d
Open issues (now)
- uqlm
- 23
- scikit-learn
- 2.1k
Full report
- uqlm
- Trust report
- scikit-learn
- Trust report
Shared compatibility
- Python · uqlm: Python runtime · scikit-learn: Python runtime
Choose uqlm if…
- License: uqlm is Apache-2.0, scikit-learn is BSD-3-Clause.
- Tags unique to uqlm: ai-safety, hallucination-evaluation, hallucination, hallucination-mitigation.
- Also covers LLM Frameworks.
When NOT to use uqlm
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Choose scikit-learn if…
- License: scikit-learn is BSD-3-Clause, uqlm is Apache-2.0.
- Tags unique to scikit-learn: data-science, machine-learning, data-analysis, python.
- More GitHub stars (67k vs 1.2k) - visibility, not fit.
When NOT to use scikit-learn
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (cvs-health/uqlm) · observed Jul 11, 2026
- GitHub forks (cvs-health/uqlm) · observed Jul 11, 2026
- Last push (cvs-health/uqlm) · observed Jul 9, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (scikit-learn/scikit-learn) · observed Jul 11, 2026
- GitHub forks (scikit-learn/scikit-learn) · observed Jul 11, 2026
- Last push (scikit-learn/scikit-learn) · observed Jul 11, 2026
- License file (BSD-3-Clause) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: uqlm 1.2k · scikit-learn 67k (synced Jul 11, 2026).
Common questions
- What is the difference between uqlm and scikit-learn?
- uqlm: UQLM: Uncertainty Quantification for Language Models, is a Python package for UQ-based LLM hallucination detection. scikit-learn: scikit-learn: machine learning in Python. See the comparison table for live GitHub stats and shared categories.
- When should I choose uqlm over scikit-learn?
- Choose uqlm over scikit-learn when License: uqlm is Apache-2.0, scikit-learn is BSD-3-Clause; Tags unique to uqlm: ai-safety, hallucination-evaluation, hallucination, hallucination-mitigation; Also covers LLM Frameworks.
- When should I choose scikit-learn over uqlm?
- Choose scikit-learn over uqlm when License: scikit-learn is BSD-3-Clause, uqlm is Apache-2.0; Tags unique to scikit-learn: data-science, machine-learning, data-analysis, python; More GitHub stars (67k vs 1.2k) - visibility, not fit.
- When should I avoid uqlm?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- When should I avoid scikit-learn?
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Is uqlm or scikit-learn more popular on GitHub?
- scikit-learn has more GitHub stars (66,693 vs 1,183). Stars measure visibility, not whether either tool fits your constraints.
- Are uqlm and scikit-learn open source?
- Yes - both are open-source projects on GitHub (uqlm: Apache-2.0, scikit-learn: BSD-3-Clause).
- Where can I find alternatives to uqlm or scikit-learn?
- GraphCanon lists graph-backed alternatives at uqlm alternatives and scikit-learn alternatives (uqlm markdown twin, scikit-learn markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, uqlm or scikit-learn?
- uqlm: Very active. scikit-learn: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for uqlm and scikit-learn?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: uqlm trust report; scikit-learn trust report.